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  <h1>All modules for which code is available</h1>
<ul><li><a href="prml/bayesnet/discrete.html">prml.bayesnet.discrete</a></li>
<li><a href="prml/bayesnet/probability_function.html">prml.bayesnet.probability_function</a></li>
<li><a href="prml/bayesnet/random_variable.html">prml.bayesnet.random_variable</a></li>
<li><a href="prml/clustering/k_means.html">prml.clustering.k_means</a></li>
<li><a href="prml/dimreduction/autoencoder.html">prml.dimreduction.autoencoder</a></li>
<li><a href="prml/dimreduction/bayesian_pca.html">prml.dimreduction.bayesian_pca</a></li>
<li><a href="prml/dimreduction/pca.html">prml.dimreduction.pca</a></li>
<li><a href="prml/kernel/gaussian_process_classifier.html">prml.kernel.gaussian_process_classifier</a></li>
<li><a href="prml/kernel/gaussian_process_regressor.html">prml.kernel.gaussian_process_regressor</a></li>
<li><a href="prml/kernel/kernel.html">prml.kernel.kernel</a></li>
<li><a href="prml/kernel/polynomial.html">prml.kernel.polynomial</a></li>
<li><a href="prml/kernel/rbf.html">prml.kernel.rbf</a></li>
<li><a href="prml/kernel/relevance_vector_classifier.html">prml.kernel.relevance_vector_classifier</a></li>
<li><a href="prml/kernel/relevance_vector_regressor.html">prml.kernel.relevance_vector_regressor</a></li>
<li><a href="prml/kernel/support_vector_classifier.html">prml.kernel.support_vector_classifier</a></li>
<li><a href="prml/linear/bayesian_logistic_regression.html">prml.linear.bayesian_logistic_regression</a></li>
<li><a href="prml/linear/bayesian_regression.html">prml.linear.bayesian_regression</a></li>
<li><a href="prml/linear/classifier.html">prml.linear.classifier</a></li>
<li><a href="prml/linear/emprical_bayes_regression.html">prml.linear.emprical_bayes_regression</a></li>
<li><a href="prml/linear/fishers_linear_discriminant.html">prml.linear.fishers_linear_discriminant</a></li>
<li><a href="prml/linear/least_squares_classifier.html">prml.linear.least_squares_classifier</a></li>
<li><a href="prml/linear/linear_regression.html">prml.linear.linear_regression</a></li>
<li><a href="prml/linear/logistic_regression.html">prml.linear.logistic_regression</a></li>
<li><a href="prml/linear/perceptron.html">prml.linear.perceptron</a></li>
<li><a href="prml/linear/regression.html">prml.linear.regression</a></li>
<li><a href="prml/linear/ridge_regression.html">prml.linear.ridge_regression</a></li>
<li><a href="prml/linear/softmax_regression.html">prml.linear.softmax_regression</a></li>
<li><a href="prml/linear/variational_linear_regression.html">prml.linear.variational_linear_regression</a></li>
<li><a href="prml/linear/variational_logistic_regression.html">prml.linear.variational_logistic_regression</a></li>
<li><a href="prml/markov/categorical_hmm.html">prml.markov.categorical_hmm</a></li>
<li><a href="prml/markov/gaussian_hmm.html">prml.markov.gaussian_hmm</a></li>
<li><a href="prml/markov/hmm.html">prml.markov.hmm</a></li>
<li><a href="prml/markov/kalman.html">prml.markov.kalman</a></li>
<li><a href="prml/markov/particle.html">prml.markov.particle</a></li>
<li><a href="prml/markov/state_space_model.html">prml.markov.state_space_model</a></li>
<li><a href="prml/nn/array/array.html">prml.nn.array.array</a></li>
<li><a href="prml/nn/array/ones.html">prml.nn.array.ones</a></li>
<li><a href="prml/nn/array/reshape.html">prml.nn.array.reshape</a></li>
<li><a href="prml/nn/array/zeros.html">prml.nn.array.zeros</a></li>
<li><a href="prml/nn/config.html">prml.nn.config</a></li>
<li><a href="prml/nn/distribution/bernoulli.html">prml.nn.distribution.bernoulli</a></li>
<li><a href="prml/nn/distribution/categorical.html">prml.nn.distribution.categorical</a></li>
<li><a href="prml/nn/distribution/distribution.html">prml.nn.distribution.distribution</a></li>
<li><a href="prml/nn/distribution/gaussian.html">prml.nn.distribution.gaussian</a></li>
<li><a href="prml/nn/function.html">prml.nn.function</a></li>
<li><a href="prml/nn/image/convolve2d.html">prml.nn.image.convolve2d</a></li>
<li><a href="prml/nn/image/deconvolve2d.html">prml.nn.image.deconvolve2d</a></li>
<li><a href="prml/nn/image/max_pooling2d.html">prml.nn.image.max_pooling2d</a></li>
<li><a href="prml/nn/image/util.html">prml.nn.image.util</a></li>
<li><a href="prml/nn/io/io.html">prml.nn.io.io</a></li>
<li><a href="prml/nn/loss/kl.html">prml.nn.loss.kl</a></li>
<li><a href="prml/nn/loss/sigmoid_cross_entropy.html">prml.nn.loss.sigmoid_cross_entropy</a></li>
<li><a href="prml/nn/loss/softmax_cross_entropy.html">prml.nn.loss.softmax_cross_entropy</a></li>
<li><a href="prml/nn/math/add.html">prml.nn.math.add</a></li>
<li><a href="prml/nn/math/divide.html">prml.nn.math.divide</a></li>
<li><a href="prml/nn/math/exp.html">prml.nn.math.exp</a></li>
<li><a href="prml/nn/math/log.html">prml.nn.math.log</a></li>
<li><a href="prml/nn/math/matmul.html">prml.nn.math.matmul</a></li>
<li><a href="prml/nn/math/mean.html">prml.nn.math.mean</a></li>
<li><a href="prml/nn/math/multiply.html">prml.nn.math.multiply</a></li>
<li><a href="prml/nn/math/negative.html">prml.nn.math.negative</a></li>
<li><a href="prml/nn/math/power.html">prml.nn.math.power</a></li>
<li><a href="prml/nn/math/product.html">prml.nn.math.product</a></li>
<li><a href="prml/nn/math/sqrt.html">prml.nn.math.sqrt</a></li>
<li><a href="prml/nn/math/square.html">prml.nn.math.square</a></li>
<li><a href="prml/nn/math/subtract.html">prml.nn.math.subtract</a></li>
<li><a href="prml/nn/math/sum.html">prml.nn.math.sum</a></li>
<li><a href="prml/nn/network.html">prml.nn.network</a></li>
<li><a href="prml/nn/nonlinear/log_softmax.html">prml.nn.nonlinear.log_softmax</a></li>
<li><a href="prml/nn/nonlinear/logit.html">prml.nn.nonlinear.logit</a></li>
<li><a href="prml/nn/nonlinear/relu.html">prml.nn.nonlinear.relu</a></li>
<li><a href="prml/nn/nonlinear/sigmoid.html">prml.nn.nonlinear.sigmoid</a></li>
<li><a href="prml/nn/nonlinear/softmax.html">prml.nn.nonlinear.softmax</a></li>
<li><a href="prml/nn/nonlinear/softplus.html">prml.nn.nonlinear.softplus</a></li>
<li><a href="prml/nn/nonlinear/tanh.html">prml.nn.nonlinear.tanh</a></li>
<li><a href="prml/nn/normalization/batch_normalization.html">prml.nn.normalization.batch_normalization</a></li>
<li><a href="prml/nn/optimizer/ada_delta.html">prml.nn.optimizer.ada_delta</a></li>
<li><a href="prml/nn/optimizer/ada_grad.html">prml.nn.optimizer.ada_grad</a></li>
<li><a href="prml/nn/optimizer/adam.html">prml.nn.optimizer.adam</a></li>
<li><a href="prml/nn/optimizer/gradient.html">prml.nn.optimizer.gradient</a></li>
<li><a href="prml/nn/optimizer/momentum.html">prml.nn.optimizer.momentum</a></li>
<li><a href="prml/nn/optimizer/optimizer.html">prml.nn.optimizer.optimizer</a></li>
<li><a href="prml/nn/optimizer/rmsprop.html">prml.nn.optimizer.rmsprop</a></li>
<li><a href="prml/nn/queue.html">prml.nn.queue</a></li>
<li><a href="prml/nn/random/dropout.html">prml.nn.random.dropout</a></li>
<li><a href="prml/nn/random/normal.html">prml.nn.random.normal</a></li>
<li><a href="prml/nn/random/random.html">prml.nn.random.random</a></li>
<li><a href="prml/nn/random/uniform.html">prml.nn.random.uniform</a></li>
<li><a href="prml/preprocess/gaussian.html">prml.preprocess.gaussian</a></li>
<li><a href="prml/preprocess/label_transformer.html">prml.preprocess.label_transformer</a></li>
<li><a href="prml/preprocess/polynomial.html">prml.preprocess.polynomial</a></li>
<li><a href="prml/preprocess/sigmoidal.html">prml.preprocess.sigmoidal</a></li>
<li><a href="prml/rv/bernoulli.html">prml.rv.bernoulli</a></li>
<li><a href="prml/rv/bernoulli_mixture.html">prml.rv.bernoulli_mixture</a></li>
<li><a href="prml/rv/beta.html">prml.rv.beta</a></li>
<li><a href="prml/rv/categorical.html">prml.rv.categorical</a></li>
<li><a href="prml/rv/dirichlet.html">prml.rv.dirichlet</a></li>
<li><a href="prml/rv/gamma.html">prml.rv.gamma</a></li>
<li><a href="prml/rv/gaussian.html">prml.rv.gaussian</a></li>
<li><a href="prml/rv/multivariate_gaussian.html">prml.rv.multivariate_gaussian</a></li>
<li><a href="prml/rv/multivariate_gaussian_mixture.html">prml.rv.multivariate_gaussian_mixture</a></li>
<li><a href="prml/rv/rv.html">prml.rv.rv</a></li>
<li><a href="prml/rv/students_t.html">prml.rv.students_t</a></li>
<li><a href="prml/rv/uniform.html">prml.rv.uniform</a></li>
<li><a href="prml/rv/variational_gaussian_mixture.html">prml.rv.variational_gaussian_mixture</a></li>
<li><a href="prml/sampling/metropolis.html">prml.sampling.metropolis</a></li>
<li><a href="prml/sampling/metropolis_hastings.html">prml.sampling.metropolis_hastings</a></li>
<li><a href="prml/sampling/rejection_sampling.html">prml.sampling.rejection_sampling</a></li>
<li><a href="prml/sampling/sir.html">prml.sampling.sir</a></li>
</ul>

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